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RELEASE.md

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Version 0.30.0

Major Features and Improvements

  • N/A

Bug Fixes and Other Changes

  • Removed the dataset_schema module, most methods in it have been deprecated since version 0.14.
  • Fix a bug where having an analyzer operate on the output of tft.vocabulary would cause it to evaluate incorrectly when force_tf_compat_v1=False with TF2 behaviors enabled.
  • Depends on tensorflow-metadata>=0.30.0,<0.31.0.
  • Depends on tfx-bsl>=0.30.0,<0.31.0.

Breaking Changes

  • DatasetMetadata no longer accepts a dict as its input schema. schema is expected to be a Schema proto now.
  • TF 1.15 specific APIs apply_saved_model and apply_function_with_checkpoint were removed from the tft namespace. They are still available under the pretrained_models module.
  • tft.AnalyzeDataset, tft.AnalyzeDatasetWithCache, tft.AnalyzeAndTransformDataset and tft.TransformDataset will use the native TF2 implementation of tf.transform unless TF2 behaviors are explicitly disabled. The previous behaviour can still be obtained by setting tft.Context.force_tf_compat_v1=True.

Deprecations

  • N/A